The pupils are beating the master at Warren Buffett-led Berkshire Hathaway Inc.

Two investment managers, hired by the 83-year-old billionaire in recent years as part of his succession plan, each posted returns last year that outdid both Mr. Buffett's performance as Berkshire's top stock picker and the Standard & Poor's 500-stock index, according to people familiar with the matter.